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Structural Extension to Logistic Regression: Discriminative Parameter Learning of Belief Net Classifiers
Empirical evidence is presented that ELR produces effective classifiers, often superior to the ones produced by the standard “generative” algorithms, especially in common situations where the given BN-structure is incorrect.
GREGOR: evaluating global enrichment of trait-associated variants in epigenomic features using a systematic, data-driven approach
Using variants from five phenotypes, a data-driven approach is described to determine the tissue and cell types most relevant to a trait of interest and to identify the subset of regulatory features likely impacted by these variants.
Feature-Critic Networks for Heterogeneous Domain Generalization
This work considers a more challenging setting of heterogeneous domain generalisation, where the unseen domains do not share label space with the seen ones, and the goal is to train a feature representation that is useful off theshelf for novel data and novel categories.
DistressNet: a wireless ad hoc and sensor network architecture for situation management in disaster response
DistressNet is presented, an ad hoc wireless architecture that supports disaster response with distributed collaborative sensing, topology-aware routing using a multichannel protocol, and accurate resource localization andimation techniques improve localization accuracy in difficult environments.
3D BrainCV: Simultaneous visualization and analysis of cells and capillaries in a whole mouse brain with one-micron voxel resolution
ADAM: another database of abbreviations in MEDLINE
Another abbreviation database, ADAM, is created, which covers commonly used abbreviations and their definitions (or long-forms) within MEDLINE titles and abstracts, including both acronym and non-acronym abbreviations.
Intuitionistic Fuzzy Normalized Weighted Bonferroni Mean and Its Application in Multicriteria Decision Making
This paper proposes and develops two new intuitionistic fuzzy aggregation operators based on the NWBM and GNWBM and the generalized normalized weighted Bonferroni mean (GNWBM), and proposes an approach to multicriteria decision making under the intuitionism fuzzy environment.
REST API Design Patterns for SDN Northbound API
- Wei Zhou, Li Li, Min Luo, W. Chou
- Computer Science28th International Conference on Advanced…
- 13 May 2014
A hypertext-driven approach is presented, so that hypertext links are defined between REST resources for the networking protocol to guide clients to identify the right resources rather than relying on fixed resource URIs.
A benchmark 3D fingerprint database
- Wei Zhou, Jiankun Hu, Ian R. Petersen, Song Wang, Bennamoun
- Computer Science11th International Conference on Fuzzy Systems…
- 11 December 2014
This paper presents a 3D fingerprint database that consists of 3D fingerprints as well as their corresponding 2D fingerprints captured by two commercial fingerprint scanners from 150 subjects in Australia and is expected to be released publicly in late 2014.